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facesvisiondemo's Introduction

Faces Vision Demo

iOS11 demo application for age and gender classification of facial images using Vision and CoreML.

FacesVisionDemo

Model

This demo is based on the age, gender and emotion neural network classifiers, which were converted from Caffe models to CoreML models using coremltools python package.

Age classification

Gender classification

Emotion Recognition

Requirements

  • Xcode 9
  • iOS 11

Installation

git clone https://github.com/cocoa-ai/FacesVisionDemo.git
cd FacesVisionDemo
pod install
open Faces.xcworkspace/

Conversion

Download Caffe model and deploy.prototxt. Links can also be found here. Move downloaded files to Covert/EmotionClassification folder.

cd Convert
./download.sh
python age.py
python gender.py
python emotion.py

Download the Age, Gender and Emotion CoreML models and add the files to "Resources" folder in the project's directory.

Build the project and run it on a simulator or a device with iOS 11.

Author

Vadym Markov, [email protected]

Credits

References

facesvisiondemo's People

Contributors

vadymmarkov avatar

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facesvisiondemo's Issues

Not getting file on path https://dl.dropboxusercontent.com/u/38822310/DemoDir.zip

On ./download.sh getting error

Resolving dl.dropboxusercontent.com... 162.125.81.6, 2620:100:6031:6::a27d:5106
Connecting to dl.dropboxusercontent.com|162.125.81.6|:443... connected.
WARNING: cannot verify dl.dropboxusercontent.com's certificate, issued by ‘emailAddress=[email protected],CN=FGT5HD3917800279,OU=Certificate Authority,O=Fortinet,L=Sunnyvale,ST=California,C=US’:
Self-signed certificate encountered.
HTTP request sent, awaiting response... 404 Not Found
2017-09-14 11:43:59 ERROR 404: Not Found.

When I checked then file is not available on path

Broken link to the models

The Age, Gender and Emotion CoreML models 404 when going to the google drive link. Are they hosted elsewhere?
Thanks!

accuracy

when i take picture for any object that is not face , it is shown result,

also when i smile the result that angry

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